elizavetasemenova / EmbracingUncertaintyLinks
Material for AMLD 2020 workshop "Bayesian Inference: embracing uncertainty"
☆30Updated 3 years ago
Alternatives and similar repositories for EmbracingUncertainty
Users that are interested in EmbracingUncertainty are comparing it to the libraries listed below
Sorting:
- Comparing performance and results of mcmc options using Julia☆38Updated 3 years ago
- DynamicHMC versions of StatisticalRethinking models☆18Updated last year
- E.T. Jaynes home phone.☆45Updated 4 years ago
- Piecewise Deterministic Markov Processes in Julia☆20Updated last month
- convenient callbacks to use when you sample in Turing.jl.☆14Updated 2 weeks ago
- Estimation of calibration errors.☆17Updated last year
- Graphical tools for Bayesian inference and posterior predictive checks☆20Updated 3 years ago
- Probability models with `y ~ Normal(mu, sigma)` style syntax and reverse mode AD for gradients; WIP. Prioritizes runtime performance.☆20Updated 4 years ago
- A Julia implementation of Bayesian linear regression using marginal likelihood for hyperparameter optimization, as presented in Chris Bis…☆28Updated 3 years ago
- Graphs.jl-formatted graph files taken from the SNAP Datasets collection.☆16Updated 7 months ago
- Inference for diffusion processes with the use of `Guided Proposals`☆16Updated 4 years ago
- Spline bases for regression modelling in Julia☆12Updated 3 years ago
- ☆35Updated 4 years ago
- Marginal distributions and Markov kernels that play nice with each other for the purpose of Bayesian state estimation.☆18Updated 3 weeks ago
- A generic and modular framework for building custom iterative algorithms in Julia☆28Updated 3 years ago
- Inference for partially observed Markov chains☆20Updated 8 years ago
- Julia implementation of elliptical slice sampling.☆16Updated last month
- Tectonic typesetting for Julia.☆29Updated 5 months ago
- Bayesian Linear Regression in Julia☆30Updated 2 years ago
- Package providing K-nearest neighbor regressors and classifiers, for use with the MLJ machine learning framework.☆26Updated last year
- Metrics for evaluation of Machine Learning and Deep Learning Models☆16Updated last year
- Parallel processing tools for Julia☆20Updated 2 months ago
- Markov Chain Monte Carlo convergence diagnostics in Julia☆21Updated 2 years ago
- Transformations to contrained variables from ℝⁿ.☆67Updated last month
- Tables.jl-friendly mechanisms for constructing, reading, writing, and validating Arrow tables against extensible, versioned, user-specifi…☆27Updated 2 months ago
- ☆29Updated 3 years ago
- Standardized regression predictors for use with StatsModels.jl (centered, z-scored, etc.)☆10Updated 2 weeks ago
- Make-like behaviour for Julia scripts☆25Updated 7 months ago
- A survival analysis interface for Julia☆30Updated 2 years ago
- Convenience functions missing in Julia☆24Updated 9 months ago